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Evolutionary Game Theoretic Approach for Modeling Civil Violence

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

Abstract

This paper focuses on the development of a spatial evolutionary multiagent social network for studying the macroscopic-behavioral dynamics of civil violence, as a result of microscopic game-theoretic interactions between goal-oriented agents. Agents are modeled from multidisciplinary perspectives and their strategies are evolved over time via collective coevolution and independent learning. Spatial and temporal simulation results reveal fascinating global emergence phenomena and interesting patterns of group movement and autonomous behavioral development. Extensions of differing complexity are also used to investigate the impact of various decision parameters on the outcome of unrest. Analysis of the results provides new insights into the intricate dynamics of civil upheavals and serves as an avenue to gain a more holistic understanding of the fundamental nature of civil violence. © 2009 IEEE.
Original languageEnglish
Pages (from-to)780-800
JournalIEEE Transactions on Evolutionary Computation
Volume13
Issue number4
DOIs
Publication statusPublished - Aug 2009
Externally publishedYes

Research Keywords

  • Civil violence
  • Evolution
  • Game theory
  • Multiagent
  • Social network

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